At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Linwood or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.
Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.
Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.
Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.
Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:
- Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
- Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
- Backpropagation, Stochastic Gradient Descent (SGD)
- Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
- Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
- Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX
We’ve deployed AI models on platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.
Applications of our AI & Machine Learning Services for Linwood services include:
- Smart agriculture & plant recognition (99%+ accuracy on edge)
- Autonomous vehicle vision & embedded localisation
- Industrial automation & object detection
- AI-powered road signs & hazard detection
- Wildlife monitoring & pest targeting with gimbal vision
- Face, voice, and optical character recognition (OCR)
- Natural language interfaces (Open WebUI + open-source LLMs)
Why AI & Machine Learning Services for Linwood Clients Choose COLETEK
- Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
- Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
- Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
- Decades of real deployment: From paddocks to highways to defense environments.
Let’s Build Practical AI & Machine Learning Services for Linwood Together
If you're based in for Linwood or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.
Contact COLETEK today to see how our AI expertise can power your next product or platform.
We have long-standing AI & Machine Learning Services for Linwood Experience!
Expert Engineering and Product Development for Linwood, South Australia's Thriving Businesses
As a trusted multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation as a reliable partner for businesses across Linwood, South Australia
When it comes to supporting the growth and innovation of businesses in Linwood, South Australia, you need a team that understands the unique challenges and opportunities facing your community. That's where COLETEK comes in – with over two decades of experience helping businesses big and small overcome complex technical obstacles and bring their products to life. Based in Linwood, South Australia, our multidisciplinary team combines expertise in engineering, design, and product development to deliver innovative solutions that drive results. Whether you're seeking help from concept phase through production, or looking for a partner to tackle a specific challenge, COLETEK is committed to collaboration and transparent communication throughout the entire process. As an Australian company operating throughout the country, including Linwood, South Australia, we've developed an intimate understanding of the local market, regulatory environments, and regional industries. This knowledge, combined with our national perspective, enables us to offer tailored solutions that meet the specific needs of businesses in this community. At COLETEK, we're not just a team of engineers – we're partners who listen, adapt, and strive to exceed expectations. We know that Linwood, South Australia's unique blend of agricultural heritage, industrial expertise, and recreational attractions presents a distinct set of challenges and opportunities for local businesses. That's why we're dedicated to providing trusted guidance, innovative solutions, and unwavering support as you navigate the ever-changing landscape of commerce. So why settle for mediocrity or compromise your values when working with partners who may not fully understand your local context? Choose COLETEK – an Australian company that supports businesses across Linwood, South Australia and beyond. Join forces with us to create products that amaze, solutions that work, and a future that's brighter for everyone.Let’s build something remarkable together.
Contact UsAI & Machine Learning Services for Linwood – Our Clients: Big Brands & Small Businesses
AI & Machine Learning Services for Linwood – Amazing Customer Testimonials
I have outsourced many projects through COLETEK over the years for a variety of applications. Applications such as a online based software platform that pulls live data feeds and updates in real-time to the user. A custom built website for adding users and products that achieved over 20,000 listings. Mobile applications. Data recovery and hardware repair. Custom SEO services and secure hosting services. I choose COLETEK because I know that a job will get done as requested and within a reasonable time frame. Also I'm a stickler for security and they're the best.
We've worked with Luke and the team on and off for the past two years. We've found them very accessible and extremely thorough in their dealings. Their documentation is second to none and we’d have no hesitation recommending them on this basis alone.
We've worked with Luke and the team on and off for the past two years. We've found them very accessible and extremely thorough in their dealings. Their documentation is second to none and we’d have no hesitation recommending them on this basis alone.
I have outsourced many projects through COLETEK over the years for a variety of applications. Applications such as a online based software platform that pulls live data feeds and updates in real-time to the user. A custom built website for adding users and products that achieved over 20,000 listings. Mobile applications. Data recovery and hardware repair. Custom SEO services and secure hosting services. I choose COLETEK because I know that a job will get done as requested and within a reasonable time frame. Also I'm a stickler for security and they're the best.
We recently engaged the services of COLETEK to perform some penetration testing on our systems. We found Luke flexible and accommodating with our specific needs. Luke provide what we needed to show our clients our security measures with our systems. I would have no hesitation in recommending Luke.
We recently engaged the services of COLETEK to perform some penetration testing on our systems. We found Luke flexible and accommodating with our specific needs. Luke provide what we needed to show our clients our security measures with our systems. I would have no hesitation in recommending Luke.
Founded in 2001, we are a multiple award winning, highly experienced multidisciplinary company specialising in lean product development through rapid prototyping - transforming ideas from concept to life. Our industry-leading team combines deep expertise, cutting-edge technology, and advanced equipment to validate emerging ideas—transforming them into market-ready hardware and software solutions.
Our experience dates back to the 1990s with ANU "Robotics Systems Lab", CSIRO, NICTA (aka Data61), Seeing Machines, Location Aware Technologies, and Hemisphere GPS (aka BEELINE). For over 10 years now, we've been focused on validating R&D and taking ideas to commercialisation.
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